Data cleaning: reformatting and reshaping

Load necessary packages:

library(tidyverse) # we'll be using mostly tidyr and stringr packages within the tidyverse

## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6      ✔ purrr   0.3.5 
## ✔ tibble  3.1.8      ✔ dplyr   1.0.10
## ✔ tidyr   1.2.1      ✔ stringr 1.4.1 
## ✔ readr   2.1.3      ✔ forcats 0.5.2 
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()

library(lubridate) # this package allows us to manipulate dates

## 
## Attaching package: 'lubridate'
## 
## The following objects are masked from 'package:base':
## 
##     date, intersect, setdiff, union

The data used for these examples: campfin/transactions.csv, disney.csv, osha.csv, poverty_original.csv

A note about disney.csv: this csv file lives in a GitHub repository, just like the one we have for this bootcamp. You can import csv files on the web directly into R by putting the URL that points to the csv into read_csv(). This is true for any csv that lives on a website.

transactions <- read_csv("data/campfin/transactions.csv")

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

## Rows: 10896 Columns: 22
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (16): cmte_id, amndt_ind, rpt_tp, transaction_pgi, transaction_tp, entit...
## dbl  (4): image_num, transaction_amt, file_num, sub_id
## lgl  (2): employer, occupation
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

disney <- read_csv("https://github.com/r-journalism/chjr/raw/main/docs/slides_data/disney_movies_total_gross.csv")

## Rows: 579 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (6): movie_title, release_date, genre, MPAA_rating, total_gross, inflati...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

osha <- read_csv("data/osha.csv")

## Rows: 307902 Columns: 31
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (10): company_name, establishment_name, ein, street_address, city, state...
## dbl (21): id, naics_code, annual_average_employees, total_hours_worked, no_i...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

poverty <- read_csv("data/poverty_original.csv")

## Rows: 28989 Columns: 5
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): GEOID, NAME, variable
## dbl (2): estimate, moe
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

Converting dates and numbers

We’ll start with transactions from yesterday’s campaign finance exercise.

glimpse(transactions)

## Rows: 10,896
## Columns: 22
## $ cmte_id         <chr> "C00725820", "C00725820", "C00749101", "C00250068", "C…
## $ amndt_ind       <chr> "N", "N", "N", "N", "N", "N", "N", "N", "N", "N", "N",…
## $ rpt_tp          <chr> "30R", "30R", "30R", "M2", "M2", "M2", "M2", "M2", "M2…
## $ transaction_pgi <chr> "P2024", "P2024", "P2024", "P2022", "P2024", "P2024", …
## $ image_num       <dbl> 2.021020e+17, 2.021020e+17, 2.021020e+17, 2.021022e+17…
## $ transaction_tp  <chr> "24A", "24A", "24A", "24K", "24E", "24E", "24E", "24E"…
## $ entity_tp       <chr> "ORG", "ORG", "ORG", "CCM", "ORG", "ORG", "ORG", "ORG"…
## $ name            <chr> "SUMMIT STRATEGIC COMMUNICATIONS LLC", "SHUTTERSTOCK",…
## $ city            <chr> "PARK CITY", "NEW YORK", "BALA CYNWYD", "KANSAS CITY",…
## $ state           <chr> "UT", "NY", "PA", "MO", "FL", "FL", "FL", "VA", "VA", …
## $ zip_code        <chr> "840987502", "101182100", "19004", "64108", "334871358…
## $ employer        <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ occupation      <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ transaction_dt  <chr> "01082021", "01082021", "01252021", "01152021", "01192…
## $ transaction_amt <dbl> 6585, 1937, 1088, 2500, 25750, 51500, 51500, 25900, 25…
## $ other_id        <chr> "S8MO00160", "S8MO00160", "S8MO00160", "C00359034", "S…
## $ cand_id         <chr> "S8MO00160", "S8MO00160", "S8MO00160", "H0MO06073", "S…
## $ tran_id         <chr> "500089221", "500089243", "SE.6413", "SB23.10876", "E1…
## $ file_num        <dbl> 1498464, 1498464, 1498608, 1500007, 1501126, 1501126, …
## $ memo_cd         <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ memo_text       <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ sub_id          <dbl> 4.02062e+18, 4.02062e+18, 4.02242e+18, 4.02192e+18, 4.…

The date is formatted in such a way that R imported it as a character: MMDDYYYY. To truly work with it as a date, we need it in date format. There is a package called lubridate that we imported above that will help you work with dates. We’ll take a look at the lubridate cheatsheet to search for the right function.

It’s mdy(). When you’re going to make a transformation, I recommend 1) testing it out first, and 2) creating a new column with the transformed data.

# test it out
transactions %>% mutate(new_dt = mdy(transaction_dt)) %>% select(transaction_dt, new_dt)

# make it permanent (in a new column)
transactions <- transactions %>% mutate(new_dt = mdy(transaction_dt), .after=transaction_dt)

Now that we’ve got a working date field, we can use other functions from lubridate to analyze the data, such as asking: in which year was most of the money spent?

transactions %>% 
  group_by(year(new_dt)) %>% 
  summarise(total = sum(transaction_amt))

You could also use the month() function to further break it down by month:

transactions %>% 
  group_by(year(new_dt), month(new_dt)) %>% 
  summarise(total = sum(transaction_amt))

## `summarise()` has grouped output by 'year(new_dt)'. You can override using the
## `.groups` argument.

Try breaking it down by quarter():

transactions %>% 
  group_by(year = year(new_dt), quarter = quarter(new_dt)) %>% 
  summarise(total = sum(transaction_amt))

## `summarise()` has grouped output by 'year'. You can override using the
## `.groups` argument.

Next, take a look at the disney file.

glimpse(disney)

## Rows: 579
## Columns: 6
## $ movie_title              <chr> "Snow White and the Seven Dwarfs", "Pinocchio…
## $ release_date             <chr> "Dec 21, 1937", "Feb 9, 1940", "Nov 13, 1940"…
## $ genre                    <chr> "Musical", "Adventure", "Musical", "Adventure…
## $ MPAA_rating              <chr> "G", "G", "G", "G", "G", NA, "G", NA, "G", NA…
## $ total_gross              <chr> "$184,925,485", "$84,300,000", "$83,320,000",…
## $ inflation_adjusted_gross <chr> "$5,228,953,251", "$2,188,229,052", "$2,187,0…

There are a bunch of issues with the formatting in this dataset: the dates are imported as text because they’re written out, and the total_gross and inflation_adjusted_gross are both appearing as numbers because they were imported with dollar signs and commas. To start, let’s deal with dates. The beauty of the aforementioned mdy() function is that it recognizes a lot of different formats, so long as the order of the components is the same. Try it here on the release_date column:

disney %>% 
  mutate(new_dt = mdy(release_date)) %>% 
  select(new_dt, release_date)

See, it works! Let’s go ahead and make that new column permanent:

disney <- disney %>% mutate(new_dt = mdy(release_date), .after=release_date)

Now to the numbers columns: total_gross and inflation_adjusted_gross. There’s a function in tidyverse that comes from the readr package called parse_number() that will do all the work for you. See it in action:

disney %>% mutate(new_total_gross = parse_number(total_gross)) %>% select(total_gross, new_total_gross)

Great. Now let’s create two new columns:

disney <- disney %>% mutate(new_total_gross = parse_number(total_gross), 
                            new_adjusted_gross = parse_number(inflation_adjusted_gross))

Now you you can ask, in inflation-adjusted dollars, which disney movie is the highest-grossing movie of all time?

disney %>% arrange(desc(new_adjusted_gross))

Adding description columns

Next we’ll take a look at osha.

glimpse(osha)

## Rows: 307,902
## Columns: 31
## $ id                           <dbl> 1426059, 1426060, 1426061, 1426062, 14260…
## $ company_name                 <chr> "Aza Services, LLC", "All Steel Welding L…
## $ establishment_name           <chr> "Aza Services LLC", "All Steel Welding LL…
## $ ein                          <chr> "812104657", "853696720", "872099752", "8…
## $ street_address               <chr> "613 Davis Rd", "220 Grand St", "429 Dela…
## $ city                         <chr> "Jefferson", "Channelview", "Newark", "Ea…
## $ state                        <chr> "GA", "TX", "NJ", "NC", "HI", "WV", "CO",…
## $ zip_code                     <chr> "30549", "77530", "07105", "28312", "9681…
## $ naics_code                   <dbl> 238140, 332312, 492110, 221122, 236118, 5…
## $ industry_description         <chr> "Masonry", "Fabrication, Erection, and We…
## $ annual_average_employees     <dbl> 12, 20, 25, 1, 4, 20, 14, 275, 55, 115, 1…
## $ total_hours_worked           <dbl> 700, 38400, 700, 2080, 10800, 49000, 2348…
## $ no_injuries_illnesses        <dbl> 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 2, 2, 1, 2,…
## $ total_deaths                 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_dafw_cases             <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0,…
## $ total_djtr_cases             <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_other_cases            <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0,…
## $ total_dafw_days              <dbl> 0, 0, 0, 0, 0, 0, 0, 14, 1, 80, 0, 0, 0, …
## $ total_djtr_days              <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_injuries               <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 1, 2, 0, 0, 1, 0,…
## $ total_poisonings             <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_respiratory_conditions <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_skin_disorders         <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_hearing_loss           <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ total_other_illnesses        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ establishment_id             <dbl> 752183, 795137, 795138, 795139, 779923, 6…
## $ establishment_type           <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1,…
## $ size                         <dbl> 1, 1, 2, 1, 1, 1, 1, 3, 2, 2, 1, 2, 2, 1,…
## $ year_filing_for              <dbl> 2021, 2021, 2021, 2021, 2021, 2021, 2021,…
## $ created_timestamp            <chr> "1/1/2022 10:05:03", "1/1/2022 10:05:11",…
## $ change_reason                <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N…

If you look through the documentation for this dataset, you’ll notice that some of these fields are coded, such as size and establishment_type. For columns that have many value options, we might want to join to a lookup table. But for just a few values, we can add a _desc column into our data and code in values based on the original column.

We’ll add an estab_type_desc column based on the values in establishment_type, using a function called case_when(). This is something like an if or ifelse statement:

# test it out
osha %>% mutate(estab_type_desc = case_when(
  establishment_type==1 ~ "Not a Government Entity",
  establishment_type==2 ~ "State Government Entity",
  establishment_type==3 ~ "Local Government Entity",
  TRUE ~ "Error"
)) %>% 
  count(establishment_type, estab_type_desc)

# make it permanent
osha <- osha %>% mutate(estab_type_desc = case_when(
  establishment_type==1 ~ "Not a Government Entity",
  establishment_type==2 ~ "State Government Entity",
  establishment_type==3 ~ "Local Government Entity",
  TRUE ~ "Error"
))

Working with strings

For this exercise, we’ll use poverty, which is the original file that I got from the Census Bureau. I cleaned it up using several techniques that I’ll share here.

glimpse(poverty)

## Rows: 28,989
## Columns: 5
## $ GEOID    <chr> "01001", "01001", "01001", "01001", "01001", "01001", "01001"…
## $ NAME     <chr> "Autauga County, Alabama", "Autauga County, Alabama", "Autaug…
## $ variable <chr> "population", "below50", "below125", "below150", "below185", …
## $ estimate <dbl> 55639, 3504, 10760, 12611, 15883, 17499, 27259, 35423, 42806,…
## $ moe      <dbl> NA, 858, 1288, 1349, 1480, 1541, 1453, 1418, 1258, NA, 1415, …

First, let’s do some string manipulation. There are many many things you can do to manipulate strings with the stringr package (included in tidyverse). See the cheat sheet.

I’ll highlight a few. First, take a look at the GEOID column. This is a FIPS code column, standard in Census datasets, but it’s a universal numbering system that identifies different geographies. The first two numbers of this FIPS code is the state FIPS, and the last three are the county FIPS. You can use these to easily join tables with other data that includes FIPS, without having to worry about whether the states and counties are spelled or represented exactly the same way.

Start by pulling out the first two numbers for the state FIPS, using the str_sub() function, which is one function you can use to subset strings:

?str_sub

# arguments: (string to parse, start position, stop position)

str_sub(poverty$GEOID, 1, 2)

##     [1] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [15] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [29] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [43] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [57] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [71] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [85] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##    [99] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [113] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [127] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [141] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [155] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [169] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [183] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [197] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [211] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [225] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [239] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [253] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [267] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [281] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [295] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [309] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [323] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [337] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [351] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [365] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [379] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [393] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [407] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [421] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [435] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [449] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [463] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [477] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [491] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [505] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [519] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [533] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [547] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [561] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [575] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [589] "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01" "01"
##   [603] "01" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [617] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [631] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [645] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [659] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [673] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [687] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [701] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [715] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [729] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [743] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [757] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [771] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [785] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [799] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [813] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [827] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [841] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [855] "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02" "02"
##   [869] "02" "02" "02" "02" "02" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [883] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [897] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [911] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [925] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [939] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [953] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [967] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [981] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##   [995] "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04" "04"
##  [1009] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1023] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1037] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1051] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1065] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1079] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1093] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1107] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1121] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1135] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1149] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1163] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1177] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1191] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1205] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1219] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1233] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1247] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1261] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1275] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1289] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1303] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1317] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1331] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1345] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1359] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1373] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1387] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1401] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1415] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1429] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1443] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1457] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1471] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1485] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1499] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1513] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1527] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1541] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1555] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1569] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1583] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1597] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1611] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1625] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1639] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1653] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1667] "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05" "05"
##  [1681] "05" "05" "05" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1695] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1709] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1723] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1737] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1751] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1765] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1779] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1793] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1807] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1821] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1835] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1849] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1863] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1877] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1891] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1905] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1919] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1933] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1947] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1961] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1975] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [1989] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2003] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2017] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2031] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2045] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2059] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2073] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2087] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2101] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2115] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2129] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2143] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2157] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2171] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2185] "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06" "06"
##  [2199] "06" "06" "06" "06" "06" "06" "06" "08" "08" "08" "08" "08" "08" "08"
##  [2213] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2227] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2241] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2255] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2269] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2283] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2297] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2311] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2325] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2339] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2353] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2367] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2381] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2395] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2409] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2423] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2437] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2451] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2465] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2479] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2493] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2507] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2521] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2535] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2549] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2563] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2577] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2591] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2605] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2619] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2633] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2647] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2661] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2675] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2689] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2703] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2717] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2731] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2745] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2759] "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08" "08"
##  [2773] "08" "08" "08" "08" "08" "08" "08" "08" "08" "09" "09" "09" "09" "09"
##  [2787] "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09"
##  [2801] "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09"
##  [2815] "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09"
##  [2829] "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09"
##  [2843] "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "09" "10" "10" "10"
##  [2857] "10" "10" "10" "10" "10" "10" "10" "10" "10" "10" "10" "10" "10" "10"
##  [2871] "10" "10" "10" "10" "10" "10" "10" "10" "10" "10" "11" "11" "11" "11"
##  [2885] "11" "11" "11" "11" "11" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2899] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2913] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2927] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2941] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2955] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2969] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2983] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [2997] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3011] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3025] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3039] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3053] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3067] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3081] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3095] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3109] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3123] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3137] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3151] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3165] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3179] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3193] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3207] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3221] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3235] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3249] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3263] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3277] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3291] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3305] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3319] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3333] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3347] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3361] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3375] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3389] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3403] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3417] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3431] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3445] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3459] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3473] "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12" "12"
##  [3487] "12" "12" "12" "12" "12" "12" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3501] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3515] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3529] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3543] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3557] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3571] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3585] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3599] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3613] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3627] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3641] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3655] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3669] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3683] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3697] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3711] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3725] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3739] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3753] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3767] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3781] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3795] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3809] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3823] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3837] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3851] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3865] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3879] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3893] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3907] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3921] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3935] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3949] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3963] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3977] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [3991] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4005] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4019] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4033] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4047] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4061] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4075] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4089] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4103] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4117] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4131] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4145] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4159] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4173] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4187] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4201] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4215] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4229] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4243] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4257] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4271] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4285] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4299] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4313] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4327] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4341] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4355] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4369] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4383] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4397] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4411] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4425] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4439] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4453] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4467] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4481] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4495] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4509] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4523] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4537] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4551] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4565] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4579] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4593] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4607] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4621] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4635] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4649] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4663] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4677] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4691] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4705] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4719] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4733] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4747] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4761] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4775] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4789] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4803] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4817] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4831] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4845] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4859] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4873] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4887] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4901] "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13" "13"
##  [4915] "13" "13" "13" "13" "13" "13" "13" "13" "13" "15" "15" "15" "15" "15"
##  [4929] "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15"
##  [4943] "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15"
##  [4957] "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "15" "16" "16"
##  [4971] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [4985] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [4999] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5013] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5027] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5041] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5055] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5069] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5083] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5097] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5111] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5125] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5139] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5153] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5167] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5181] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5195] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5209] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5223] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5237] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5251] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5265] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5279] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5293] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5307] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5321] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5335] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5349] "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16" "16"
##  [5363] "16" "16" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5377] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5391] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5405] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5419] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5433] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5447] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5461] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5475] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5489] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5503] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5517] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5531] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5545] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5559] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5573] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5587] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5601] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5615] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5629] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5643] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5657] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5671] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5685] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5699] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5713] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5727] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5741] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5755] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5769] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5783] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5797] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5811] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5825] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5839] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5853] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5867] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5881] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5895] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5909] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5923] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5937] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5951] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5965] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5979] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [5993] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6007] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6021] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6035] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6049] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6063] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6077] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6091] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6105] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6119] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6133] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6147] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6161] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6175] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6189] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6203] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6217] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6231] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6245] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6259] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "17"
##  [6273] "17" "17" "17" "17" "17" "17" "17" "17" "17" "17" "18" "18" "18" "18"
##  [6287] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6301] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6315] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6329] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6343] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6357] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6371] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6385] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6399] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6413] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6427] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6441] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6455] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6469] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6483] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6497] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6511] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6525] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6539] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6553] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6567] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6581] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6595] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6609] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6623] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6637] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6651] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6665] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6679] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6693] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6707] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6721] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6735] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6749] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6763] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6777] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6791] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6805] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6819] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6833] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6847] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6861] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6875] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6889] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6903] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6917] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6931] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6945] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6959] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6973] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [6987] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7001] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7015] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7029] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7043] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7057] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7071] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7085] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18"
##  [7099] "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "18" "19" "19"
##  [7113] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7127] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7141] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7155] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7169] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7183] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7197] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7211] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7225] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7239] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7253] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7267] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7281] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7295] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7309] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7323] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7337] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7351] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7365] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7379] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7393] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7407] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7421] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7435] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7449] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7463] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7477] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7491] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7505] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7519] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7533] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7547] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7561] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7575] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7589] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7603] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7617] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7631] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7645] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7659] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
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##  [7687] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
##  [7701] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
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##  [7869] "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19" "19"
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##  [8863] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
##  [8877] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
##  [8891] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
##  [8905] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
##  [8919] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
##  [8933] "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20" "20"
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##  [8961] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [8975] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [8989] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9003] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9017] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9031] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9045] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9059] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9073] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9087] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9101] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9115] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9129] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9143] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9157] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9171] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9185] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9199] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9213] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9227] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9241] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9255] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9269] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9283] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9297] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9311] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9325] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9339] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9353] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9367] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9381] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9395] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9409] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9423] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9437] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9451] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9465] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9479] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9493] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9507] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9521] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9535] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9549] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9563] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9577] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9591] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9605] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9619] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9633] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9647] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9661] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9675] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9689] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9703] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9717] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9731] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9745] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9759] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9773] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9787] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9801] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9815] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9829] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9843] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9857] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9871] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9885] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9899] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9913] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9927] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9941] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9955] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9969] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9983] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
##  [9997] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
## [10011] "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21" "21"
## [10025] "21" "21" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10039] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10053] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10067] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10081] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10095] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10109] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10123] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10137] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10151] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10165] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10179] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10193] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10207] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10221] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10235] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10249] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10263] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10277] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10291] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10305] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10319] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10333] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10347] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10361] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10375] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10389] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10403] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10417] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10431] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10445] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10459] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10473] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10487] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10501] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10515] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10529] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10543] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10557] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10571] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10585] "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22" "22"
## [10599] "22" "22" "22" "22" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10613] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10627] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10641] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10655] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10669] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10683] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10697] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10711] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10725] "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23" "23"
## [10739] "23" "23" "23" "23" "23" "23" "23" "23" "24" "24" "24" "24" "24" "24"
## [10753] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10767] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10781] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10795] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10809] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10823] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10837] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10851] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10865] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10879] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10893] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10907] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10921] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10935] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10949] "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24" "24"
## [10963] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [10977] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [10991] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11005] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11019] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11033] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11047] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11061] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11075] "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25" "25"
## [11089] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11103] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11117] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11131] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11145] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11159] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11173] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11187] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11201] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11215] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11229] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11243] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11257] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11271] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11285] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11299] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11313] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11327] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11341] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11355] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11369] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11383] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11397] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11411] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11425] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11439] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11453] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11467] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11481] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11495] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11509] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11523] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11537] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11551] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11565] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11579] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11593] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11607] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11621] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11635] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11649] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11663] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11677] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11691] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11705] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11719] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11733] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11747] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11761] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11775] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11789] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11803] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11817] "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26" "26"
## [11831] "26" "26" "26" "26" "26" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11845] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11859] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11873] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11887] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11901] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11915] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11929] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11943] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11957] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11971] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11985] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [11999] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12013] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12027] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12041] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12055] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12069] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12083] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12097] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12111] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12125] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12139] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12153] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12167] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12181] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12195] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12209] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12223] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12237] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12251] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12265] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12279] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12293] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12307] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12321] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12335] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12349] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12363] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12377] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12391] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12405] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12419] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12433] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12447] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12461] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12475] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12489] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12503] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12517] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12531] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12545] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12559] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12573] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12587] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12601] "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27" "27"
## [12615] "27" "27" "27" "27" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12629] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12643] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12657] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12671] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12685] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12699] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12713] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12727] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12741] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12755] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12769] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12783] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12797] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12811] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12825] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12839] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12853] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12867] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12881] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12895] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12909] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12923] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12937] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12951] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12965] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12979] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [12993] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13007] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13021] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13035] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13049] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13063] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13077] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13091] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13105] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13119] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13133] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13147] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13161] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13175] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13189] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13203] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13217] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13231] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13245] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13259] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13273] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13287] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13301] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13315] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13329] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13343] "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28" "28"
## [13357] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13371] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13385] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13399] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13413] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13427] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13441] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13455] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13469] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13483] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13497] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13511] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13525] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13539] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13553] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13567] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13581] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13595] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13609] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13623] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13637] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13651] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13665] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13679] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13693] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13707] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13721] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13735] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13749] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13763] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13777] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13791] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13805] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13819] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13833] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13847] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13861] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13875] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13889] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13903] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13917] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13931] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13945] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13959] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13973] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [13987] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14001] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14015] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14029] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14043] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14057] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14071] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14085] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14099] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14113] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14127] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14141] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14155] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14169] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14183] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14197] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14211] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14225] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14239] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14253] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14267] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14281] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14295] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14309] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14323] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14337] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14351] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14365] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29"
## [14379] "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "29" "30"
## [14393] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14407] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14421] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14435] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14449] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14463] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14477] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14491] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14505] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14519] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14533] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14547] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14561] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14575] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14589] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14603] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14617] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14631] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14645] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14659] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14673] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14687] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14701] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14715] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14729] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14743] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14757] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14771] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14785] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14799] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14813] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14827] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14841] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14855] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14869] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30"
## [14883] "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "30" "31"
## [14897] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14911] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14925] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14939] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14953] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14967] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14981] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [14995] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15009] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15023] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15037] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15051] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15065] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15079] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15093] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15107] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15121] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15135] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15149] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15163] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15177] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15191] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15205] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15219] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15233] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15247] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15261] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15275] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15289] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15303] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15317] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15331] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15345] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15359] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15373] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15387] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15401] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15415] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15429] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15443] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15457] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15471] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15485] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15499] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15513] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15527] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15541] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15555] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15569] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15583] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15597] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15611] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15625] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15639] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15653] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15667] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15681] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15695] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15709] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "31"
## [15723] "31" "31" "31" "31" "31" "31" "31" "31" "31" "31" "32" "32" "32" "32"
## [15737] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15751] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15765] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15779] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15793] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15807] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15821] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15835] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15849] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15863] "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32" "32"
## [15877] "32" "32" "32" "32" "32" "32" "32" "32" "32" "33" "33" "33" "33" "33"
## [15891] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15905] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15919] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15933] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15947] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15961] "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33" "33"
## [15975] "33" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [15989] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16003] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16017] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16031] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16045] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16059] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16073] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16087] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16101] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16115] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16129] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16143] "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34" "34"
## [16157] "34" "34" "34" "34" "34" "34" "34" "34" "35" "35" "35" "35" "35" "35"
## [16171] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16185] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16199] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16213] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16227] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16241] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16255] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16269] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16283] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16297] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16311] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16325] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16339] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16353] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16367] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16381] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16395] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16409] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16423] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16437] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35"
## [16451] "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "35" "36" "36" "36"
## [16465] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16479] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16493] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16507] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16521] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16535] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16549] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16563] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16577] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16591] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16605] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16619] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16633] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16647] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16661] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16675] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16689] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16703] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16717] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16731] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16745] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16759] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16773] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16787] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16801] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16815] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16829] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16843] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16857] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16871] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16885] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16899] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16913] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16927] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16941] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16955] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16969] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16983] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [16997] "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36" "36"
## [17011] "36" "36" "36" "36" "36" "36" "36" "36" "36" "37" "37" "37" "37" "37"
## [17025] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17039] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17053] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17067] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17081] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17095] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17109] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17123] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17137] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17151] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17165] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17179] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17193] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17207] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17221] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17235] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17249] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17263] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17277] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17291] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17305] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17319] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17333] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17347] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17361] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17375] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17389] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17403] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17417] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17431] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17445] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17459] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17473] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17487] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17501] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17515] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17529] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17543] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17557] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17571] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17585] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17599] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17613] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17627] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17641] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17655] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17669] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17683] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17697] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17711] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17725] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17739] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17753] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17767] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17781] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17795] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17809] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17823] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17837] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17851] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17865] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17879] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17893] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37"
## [17907] "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "37" "38"
## [17921] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [17935] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [17949] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [17963] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [17977] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [17991] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18005] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18019] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18033] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18047] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18061] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18075] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18089] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18103] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18117] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18131] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18145] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18159] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18173] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18187] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18201] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18215] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18229] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18243] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18257] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18271] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18285] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18299] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18313] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18327] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18341] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18355] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18369] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18383] "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38" "38"
## [18397] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18411] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18425] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18439] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18453] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18467] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18481] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18495] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18509] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18523] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18537] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18551] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18565] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18579] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18593] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18607] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18621] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18635] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18649] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18663] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18677] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18691] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18705] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18719] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18733] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18747] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18761] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18775] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18789] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18803] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18817] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18831] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18845] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18859] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18873] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18887] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18901] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18915] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18929] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18943] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18957] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18971] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18985] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [18999] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19013] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19027] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19041] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19055] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19069] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19083] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19097] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19111] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19125] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19139] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19153] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19167] "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39" "39"
## [19181] "39" "39" "39" "39" "39" "39" "39" "39" "40" "40" "40" "40" "40" "40"
## [19195] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19209] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19223] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19237] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19251] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19265] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19279] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19293] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19307] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19321] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19335] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19349] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19363] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19377] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19391] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19405] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19419] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19433] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19447] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19461] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19475] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19489] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19503] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19517] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19531] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19545] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19559] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19573] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19587] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19601] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19615] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19629] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19643] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19657] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19671] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19685] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19699] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19713] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19727] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19741] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19755] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19769] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19783] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19797] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19811] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19825] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19839] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19853] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19867] "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40" "40"
## [19881] "40" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19895] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19909] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19923] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19937] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19951] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19965] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19979] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [19993] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20007] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20021] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20035] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20049] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20063] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20077] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20091] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20105] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20119] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20133] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20147] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20161] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20175] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20189] "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41" "41"
## [20203] "41" "41" "41" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20217] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20231] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20245] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20259] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20273] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20287] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20301] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20315] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20329] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20343] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20357] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20371] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20385] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20399] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20413] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20427] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20441] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20455] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20469] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20483] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20497] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20511] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20525] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20539] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20553] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20567] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20581] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20595] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20609] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20623] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20637] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20651] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20665] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20679] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20693] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20707] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20721] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20735] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20749] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20763] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20777] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20791] "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42" "42"
## [20805] "42" "42" "42" "42" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44"
## [20819] "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44"
## [20833] "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44" "44"
## [20847] "44" "44" "44" "44" "44" "44" "44" "45" "45" "45" "45" "45" "45" "45"
## [20861] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20875] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20889] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20903] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20917] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20931] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20945] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20959] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20973] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [20987] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21001] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21015] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21029] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21043] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21057] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21071] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21085] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21099] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21113] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21127] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21141] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21155] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21169] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21183] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21197] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21211] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21225] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21239] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21253] "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45" "45"
## [21267] "45" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21281] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21295] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21309] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21323] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21337] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21351] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21365] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21379] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21393] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21407] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21421] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21435] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21449] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21463] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21477] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21491] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21505] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21519] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21533] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21547] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21561] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21575] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21589] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21603] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21617] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21631] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21645] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21659] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21673] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21687] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21701] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21715] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21729] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21743] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21757] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21771] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21785] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21799] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21813] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21827] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21841] "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46" "46"
## [21855] "46" "46" "46" "46" "46" "46" "46" "47" "47" "47" "47" "47" "47" "47"
## [21869] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21883] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21897] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21911] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21925] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21939] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21953] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21967] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21981] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [21995] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22009] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22023] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22037] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22051] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22065] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22079] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22093] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22107] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22121] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22135] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22149] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22163] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22177] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22191] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22205] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22219] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22233] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22247] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22261] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22275] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22289] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22303] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22317] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22331] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22345] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22359] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22373] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22387] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22401] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22415] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22429] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22443] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22457] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22471] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22485] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22499] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22513] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22527] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22541] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22555] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22569] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22583] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22597] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22611] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22625] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22639] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22653] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22667] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22681] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22695] "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47" "47"
## [22709] "47" "47" "47" "47" "47" "47" "47" "47" "48" "48" "48" "48" "48" "48"
## [22723] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22737] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22751] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22765] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22779] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22793] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22807] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22821] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22835] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22849] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22863] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22877] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22891] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22905] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22919] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22933] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22947] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22961] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22975] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [22989] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23003] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23017] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23031] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23045] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23059] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23073] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23087] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23101] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23115] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23129] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23143] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23157] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23171] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23185] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23199] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23213] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23227] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23241] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23255] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23269] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23283] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23297] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23311] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23325] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23339] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23353] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23367] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23381] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23395] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23409] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23423] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23437] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23451] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23465] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23479] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23493] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23507] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23521] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23535] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23549] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23563] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23577] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23591] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23605] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23619] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23633] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23647] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23661] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23675] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23689] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23703] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23717] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23731] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23745] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23759] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23773] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23787] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23801] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23815] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23829] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23843] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23857] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23871] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23885] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23899] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23913] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23927] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23941] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23955] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23969] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23983] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [23997] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24011] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24025] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24039] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24053] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24067] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24081] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24095] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24109] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24123] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24137] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24151] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24165] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24179] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24193] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24207] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24221] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24235] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24249] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24263] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24277] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24291] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24305] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24319] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24333] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24347] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24361] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24375] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24389] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24403] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24417] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24431] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24445] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24459] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24473] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24487] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24501] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24515] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24529] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24543] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24557] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24571] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24585] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24599] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24613] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24627] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24641] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24655] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24669] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24683] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24697] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24711] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24725] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24739] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24753] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24767] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24781] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24795] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24809] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24823] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24837] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24851] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24865] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24879] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24893] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24907] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24921] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24935] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24949] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24963] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24977] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48"
## [24991] "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "48" "49" "49"
## [25005] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25019] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25033] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25047] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25061] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25075] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25089] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25103] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25117] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25131] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25145] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25159] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25173] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25187] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25201] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25215] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25229] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25243] "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49" "49"
## [25257] "49" "49" "49" "49" "49" "49" "49" "50" "50" "50" "50" "50" "50" "50"
## [25271] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25285] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25299] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25313] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25327] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25341] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25355] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25369] "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50" "50"
## [25383] "50" "50" "50" "50" "50" "50" "50" "51" "51" "51" "51" "51" "51" "51"
## [25397] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25411] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25425] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25439] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25453] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25467] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25481] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25495] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25509] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25523] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25537] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25551] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25565] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25579] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25593] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25607] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25621] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25635] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25649] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25663] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25677] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25691] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25705] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25719] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25733] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25747] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25761] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25775] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25789] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25803] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25817] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25831] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25845] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25859] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25873] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25887] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25901] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25915] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25929] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25943] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25957] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25971] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25985] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [25999] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26013] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26027] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26041] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26055] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26069] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26083] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26097] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26111] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26125] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26139] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26153] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26167] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26181] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26195] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26209] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26223] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26237] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26251] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26265] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26279] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26293] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26307] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26321] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26335] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26349] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26363] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26377] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26391] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26405] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26419] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26433] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26447] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26461] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26475] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26489] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26503] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26517] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26531] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26545] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26559] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26573] "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51" "51"
## [26587] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26601] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26615] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26629] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26643] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26657] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26671] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26685] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26699] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26713] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26727] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26741] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26755] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26769] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26783] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26797] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26811] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26825] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26839] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26853] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26867] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26881] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26895] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26909] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26923] "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53" "53"
## [26937] "53" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [26951] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [26965] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [26979] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [26993] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27007] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27021] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27035] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27049] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27063] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27077] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27091] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27105] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27119] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27133] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27147] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27161] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27175] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27189] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27203] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27217] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27231] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27245] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27259] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27273] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27287] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27301] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27315] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27329] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27343] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27357] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27371] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27385] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27399] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27413] "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54" "54"
## [27427] "54" "54" "54" "54" "54" "54" "55" "55" "55" "55" "55" "55" "55" "55"
## [27441] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27455] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27469] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27483] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27497] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27511] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27525] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27539] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27553] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27567] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27581] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27595] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27609] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27623] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27637] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27651] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27665] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27679] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27693] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27707] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27721] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27735] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27749] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27763] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27777] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27791] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27805] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27819] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27833] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27847] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27861] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27875] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27889] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27903] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27917] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27931] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27945] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27959] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27973] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [27987] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28001] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28015] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28029] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28043] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28057] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "55"
## [28071] "55" "55" "55" "55" "55" "55" "55" "55" "55" "55" "56" "56" "56" "56"
## [28085] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28099] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28113] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28127] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28141] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28155] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28169] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28183] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28197] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28211] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28225] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28239] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28253] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28267] "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56" "56"
## [28281] "56" "56" "56" "56" "56" "56" "56" "72" "72" "72" "72" "72" "72" "72"
## [28295] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28309] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28323] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28337] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28351] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28365] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28379] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28393] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28407] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28421] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28435] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28449] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28463] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28477] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28491] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28505] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28519] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28533] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28547] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28561] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28575] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28589] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28603] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28617] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28631] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28645] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28659] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28673] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28687] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28701] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28715] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28729] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28743] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28757] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28771] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28785] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28799] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28813] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28827] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28841] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28855] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28869] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28883] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28897] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28911] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28925] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28939] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28953] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28967] "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72" "72"
## [28981] "72" "72" "72" "72" "72" "72" "72" "72" "72"

# test it out with mutate()
poverty %>% mutate(state_FIPS = str_sub(GEOID,1,2), .after=GEOID)

# create a new column
poverty <- poverty %>% mutate(state_FIPS = str_sub(GEOID,1,2), .after=GEOID)

Now try it out on the county FIPS:

# test it out with mutate()
poverty %>% mutate(county_FIPS = str_sub(GEOID,3,5), .after=GEOID)

# create a new column
poverty <- poverty %>% mutate(county_FIPS = str_sub(GEOID,3,5), .after=GEOID)

Great. One last string to manipulate here, and that is the NAME column. In the data we worked with eariler this week, I had separated out county and state names to make it easier to work with. I did this using the separate() function, which allows you to split a column into multiple columns based on a delimiter:

?separate

Note that you can identify a separator with the sep = argument; you can decide whether to remove the original column with the remove = argument (the default is TRUE).

# test it out
poverty %>% separate(NAME, into=c("county","state"), sep=", ")

# try it with 'remove = FALSE'
poverty %>% separate(NAME, into=c("county","state"), sep=", ", remove = FALSE)

Now make it permanent

poverty <- poverty %>% separate(NAME, into=c("county","state"), sep=", ", remove = FALSE)

There are many things you can do with stringr. Here are a few more examples:

# join strings together
poverty %>% mutate(county_state = str_c(county, ", ", state)) %>% select(county, state, county_state)

# make all upper case
poverty %>% mutate(COUNTY = str_to_upper(county)) %>% select(county, COUNTY)

# make all lower case
poverty %>% mutate(county_lower = str_to_lower(county)) %>% select(county, county_lower)

# replace all instances of a string (in this case you should keep in mind that there are Parishes and Cities and Municipios as well)
poverty %>% mutate(new_county = str_replace(county, " County", "")) %>% select(county, new_county)

Reshaping data

There’s one last thing to do to the poverty table. In this example, each variable (i.e. below50, below125, etc) is its own row. To make it easier to do calculations by county, I transposed this data so that each variable would be its own column rather than row. I did that using pivot_wider() (for the sake of this example, I’m going to exclude the margin of error, or moe).

poverty %>% 
  select(-moe) %>% 
  pivot_wider(names_from=variable, values_from=estimate)

There is a function called pivot_longer() that does the opposite:

# First I'll create a new variable with the wider data:
poverty_wide <- poverty %>% 
  select(-moe) %>% 
  pivot_wider(names_from=variable, values_from=estimate)

# Then I'll turn it back to long using pivot_longer()
poverty_wide %>% pivot_longer(cols = population:below500, names_to="variable", values_to="estimate")